dawnlh/awesome-low-light-image-enhancement

This is a resouce list for low light image enhancement

awesome-low-light-image-enhancement's Issues

TMM 2023 "Glow in the Dark: Low-Light Image Enhancement with External Memory"

Could you please add this work :
Glow in the Dark: Low-Light Image Enhancement with External Memory
Published in TMM, 2023
note: EMNet
paper: https://ieeexplore.ieee.org/document/10177254
Code: https://github.com/Lineves7/EMNet

Thank you very much.

Add new paper

Thanks for your awesome repo! Could you please add our ICCV23 work? This is a low-light enhancement work with NeRF:

Title: Lighting up NeRF via Unsupervised Decomposition and Enhancement
Published in ICCV 2023
Name: LLNeRF
Arxiv: https://arxiv.org/abs/2307.10664
Code: https://github.com/onpix/LLNeRF

TreEnhance

Hi,
Could you please add this work :
TreEnhance: A tree search method for low-light image enhancement
Published in Pattern Recognition
https://www.sciencedirect.com/science/article/abs/pii/S0031320322007282?via%3Dihub
Code: https://github.com/OcraM17/TreEnhance

Integrating Graph Convolution Into a Deep Multilayer Framework for Low-Light Image Enhancement

Please add this paper.

S. K. Panda and P. K. Sa, "Integrating Graph Convolution Into a Deep Multilayer Framework for Low-Light Image Enhancement," in IEEE Sensors Letters, vol. 8, no. 5, pp. 1-4, May 2024, Art no. 7002404, doi: 10.1109/LSENS.2024.3380889.

The Github link is https://github.com/santoshpanda1995/LightweightGCN-Model

The paper link is https://doi.org/10.1109/LSENS.2024.3380889

Add new paper

Could you please add this work :
CLE Diffusion: Controllable Light Enhancement Diffusion Model
Published in ACMMM 2023
note: CLE Diffusion
paper: https://arxiv.org/abs/2308.06725
Code: https://github.com/YuyangYin/CLEDiffusion
Web：https://yuyangyin.github.io/CLEDiffusion/
Thank you very much.

ICCV 2021: Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection

This paper is about low-light object detection, and accepted by ICCV main conference, could you please add it, thanks a lot!

The code link
The paper link

Add our paper to the existing repo database

Thank you for listing down all the papers in your awesome repo! Could you please add our IEEE Transactions on Cybernetics -2023 work? This is an exposure enhancement work in poor illumination conditions with a MultiRetinex loss function.

Title: Deep Perceptual Image Enhancement Network for Exposure Restoration
Published in IEEE Transactions on Cybernetics -2023
Name: DPIENet
Open Source Link: https://ieeexplore.ieee.org/document/9693338

AMSR cause the image brightness reversal

Hi ，I run the function of amsr.m
but the result of the image is brightness reversal.
You can use the "memorial.hdr" to run you will find this.

Add new paper

Thanks for your great contribution. Could you please add this work :

Title: Low-light Image Enhancement with Wavelet-based Diffusion Models
Published in SIGGRAPH ASIA 2023
Name: DiffLL
Arxiv version: https://arxiv.org/pdf/2306.00306.pdf
Code: https://github.com/JianghaiSCU/Diffusion-Low-Light

Thank you very much.

fix url for paper "TSDN"

The url for paper TSDN is wrong here:

correct url for TSDN:
https://ieeexplore.ieee.org/abstract/document/10168136

code for chebylighter

Hi Zhihong,

Could you please add the code for "ChebyLighter: Optimal Curve Estimation for Low-light Image Enhancement, ACM MM 2022"
This is the GitHub link code

Many Thanks~

how does MSR output the light map?

Hello, how does MSR output the light map? In the multiscaleRetinex (I, method, varargin) method, is the light map directly output with OUT=T in SSlog?

Transformer low-light enhancement method.

Dear author:

Could you please add this paper: You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. (BMVC 2022) paper code

Many thanks ~

Could you add our AAAI23 paper to the table?

Low-Light Video Enhancement with Synthetic Event Guidance (AAAI), 2023
Lin Liu, Junfeng An, Jianzhuang Liu, Shanxin Yuan, Xiangyu Chen, Wengang Zhou, Houqiang Li, Yanfeng Wang, Qi Tian

Thank you so much!

Add a new paper.

Thanks for your really awesome repo! Could you please add our AAAI 2024 work?

This is low-light enhancement & exposure correction + NeRF

Title: Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption

Published in AAAI 2024

Name: Aleth-NeRF
Code: https://github.com/cuiziteng/Aleth-NeRF
Website: https://cuiziteng.github.io/Aleth_NeRF_web/

.

Add New Paper

Thanks for your great contribution. Could you please add this work :

Title: Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement
Published in ICCV 2023
Name: Retinexformer
Arxiv: https://arxiv.org/abs/2303.06705
Code: https://github.com/caiyuanhao1998/Retinexformer

Thank you very much.

add a new paper

Thanks for your really awesome repo! Could you please add our PRICAI 2023 work?

This is low-light enhancement by diffusion + DCE

Title: Bootstrap diffusion model curve estimation for high resolution low-light image enhancement

Published in PRICAI 2023

Name: BDCE

License Information Inquiry

Hello,

I am interested in using the resources listed in this repository for my research. Could you please provide information about the license under which this repository and the associated datasets are distributed?

Thank you.

CDAN: Convolutional Dense Attention-guided Network for Low-light Image Enhancement

CDAN: Convolutional Dense Attention-guided Network for Low-light Image Enhancement, (2023)
PDF | Code